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Items: 1 to 20 of 71

1.

Structure Learning and the Posterior Parietal Cortex.

Summerfield C, Luyckx F, Sheahan H.

Prog Neurobiol. 2019 Oct 24:101717. doi: 10.1016/j.pneurobio.2019.101717. [Epub ahead of print]

PMID:
31669186
2.

Where Does Value Come From?

Juechems K, Summerfield C.

Trends Cogn Sci. 2019 Oct;23(10):836-850. doi: 10.1016/j.tics.2019.07.012. Epub 2019 Sep 4. Review.

PMID:
31494042
3.

Causal Inference in the Multisensory Brain.

Cao Y, Summerfield C, Park H, Giordano BL, Kayser C.

Neuron. 2019 Jun 5;102(5):1076-1087.e8. doi: 10.1016/j.neuron.2019.03.043. Epub 2019 Apr 29.

PMID:
31047778
4.

Human noise blindness drives suboptimal cognitive inference.

Herce Castañón S, Moran R, Ding J, Egner T, Bang D, Summerfield C.

Nat Commun. 2019 Apr 12;10(1):1719. doi: 10.1038/s41467-019-09330-7.

5.

Neural structure mapping in human probabilistic reward learning.

Luyckx F, Nili H, Spitzer B, Summerfield C.

Elife. 2019 Mar 7;8. pii: e42816. doi: 10.7554/eLife.42816.

6.

Perceptual suboptimality: Bug or feature?

Summerfield C, Li V.

Behav Brain Sci. 2018 Jan;41:e245. doi: 10.1017/S0140525X18001437.

PMID:
30767825
7.

A Network for Computing Value Equilibrium in the Human Medial Prefrontal Cortex.

Juechems K, Balaguer J, Herce Castañón S, Ruz M, O'Reilly JX, Summerfield C.

Neuron. 2019 Mar 6;101(5):977-987.e3. doi: 10.1016/j.neuron.2018.12.029. Epub 2019 Jan 22.

PMID:
30683546
8.

Comparing continual task learning in minds and machines.

Flesch T, Balaguer J, Dekker R, Nili H, Summerfield C.

Proc Natl Acad Sci U S A. 2018 Oct 30;115(44):E10313-E10322. doi: 10.1073/pnas.1800755115. Epub 2018 Oct 15.

9.

Gain control explains the effect of distraction in human perceptual, cognitive, and economic decision making.

Li V, Michael E, Balaguer J, Herce Castañón S, Summerfield C.

Proc Natl Acad Sci U S A. 2018 Sep 18;115(38):E8825-E8834. doi: 10.1073/pnas.1805224115. Epub 2018 Aug 30.

10.

Building machines that learn and think for themselves.

Botvinick M, Barrett DGT, Battaglia P, de Freitas N, Kumaran D, Leibo JZ, Lillicrap T, Modayil J, Mohamed S, Rabinowitz NC, Rezende DJ, Santoro A, Schaul T, Summerfield C, Wayne G, Weber T, Wierstra D, Legg S, Hassabis D.

Behav Brain Sci. 2017 Jan;40:e255. doi: 10.1017/S0140525X17000048.

PMID:
29342685
11.

Reply to Vinken and Vogels.

Bell AH, Summerfield C, Morin EL, Malecek NJ, Ungerleider LG.

Curr Biol. 2017 Nov 20;27(22):R1212-R1213. doi: 10.1016/j.cub.2017.09.021.

12.

Robust averaging protects decisions from noise in neural computations.

Li V, Herce Castañón S, Solomon JA, Vandormael H, Summerfield C.

PLoS Comput Biol. 2017 Aug 25;13(8):e1005723. doi: 10.1371/journal.pcbi.1005723. eCollection 2017 Aug.

13.

Neuroscience-Inspired Artificial Intelligence.

Hassabis D, Kumaran D, Summerfield C, Botvinick M.

Neuron. 2017 Jul 19;95(2):245-258. doi: 10.1016/j.neuron.2017.06.011. Review.

14.

Robust sampling of decision information during perceptual choice.

Vandormael H, Herce Castañón S, Balaguer J, Li V, Summerfield C.

Proc Natl Acad Sci U S A. 2017 Mar 7;114(10):2771-2776. doi: 10.1073/pnas.1613950114. Epub 2017 Feb 21.

15.

Ventromedial Prefrontal Cortex Encodes a Latent Estimate of Cumulative Reward.

Juechems K, Balaguer J, Ruz M, Summerfield C.

Neuron. 2017 Feb 8;93(3):705-714.e4. doi: 10.1016/j.neuron.2016.12.038.

16.

Perceptual Decision Making in Rodents, Monkeys, and Humans.

Hanks TD, Summerfield C.

Neuron. 2017 Jan 4;93(1):15-31. doi: 10.1016/j.neuron.2016.12.003. Review.

17.

Neural Circuits Trained with Standard Reinforcement Learning Can Accumulate Probabilistic Information during Decision Making.

Kurzawa N, Summerfield C, Bogacz R.

Neural Comput. 2017 Feb;29(2):368-393. doi: 10.1162/NECO_a_00917. Epub 2016 Nov 21.

18.

Visual Prediction Error Spreads Across Object Features in Human Visual Cortex.

Jiang J, Summerfield C, Egner T.

J Neurosci. 2016 Dec 14;36(50):12746-12763. Epub 2016 Nov 3.

19.

Hybrid computing using a neural network with dynamic external memory.

Graves A, Wayne G, Reynolds M, Harley T, Danihelka I, Grabska-Barwińska A, Colmenarejo SG, Grefenstette E, Ramalho T, Agapiou J, Badia AP, Hermann KM, Zwols Y, Ostrovski G, Cain A, King H, Summerfield C, Blunsom P, Kavukcuoglu K, Hassabis D.

Nature. 2016 Oct 27;538(7626):471-476. doi: 10.1038/nature20101. Epub 2016 Oct 12.

PMID:
27732574
20.

Task relevance differentially shapes ventral visual stream sensitivity to visible and invisible faces.

Kouider S, Barbot A, Madsen KH, Lehericy S, Summerfield C.

Neurosci Conscious. 2016 Oct 17;2016(1):niw021. doi: 10.1093/nc/niw021. eCollection 2016.

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